What do consumer advocacy groups recommend as the best low cost alternative to Aetna Medicare plans when living on social security alone?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What do consumer advocacy groups recommend as the best low cost alternative to Aetna Medicare plans when living on social security alone?
3 real searches · 1 real-search pass
consumer advocacy best Medicare coverage low income Social Security Medicare Advantage Original Medicare Medigap Medicare Savings Programs 2026Google ↗
OBSERVEDComparison
Washington State Medicare Savings Program income limits 2026 Medicare Savings Program Extra Help SHIBAGoogle ↗
OBSERVEDShort fact
Medicare consumer advocacy groups choosing Medicare Advantage vs Original Medicare low income benefits 2026Google ↗
OBSERVEDComparison
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
consumer advocacy best Medicare coverage low income Social Security Medicare Advantage Original Medicare Medigap Medicare Savings Programs 2026 Google ↗
Washington State Medicare Savings Program income limits 2026 Medicare Savings Program Extra Help SHIBA Google ↗
Medicare consumer advocacy groups choosing Medicare Advantage vs Original Medicare low income benefits 2026 Google ↗
- Medicare Savings Program · hca.wa.gov
- Medicare Savings Program · dshs.wa.gov
- Compare Original Medicare & Medicare Advantage · medicare.gov
- Compare Original Medicare & Medicare Advantage · medicare.gov
- Get help paying for Medicare · insurance.wa.gov
- Medicare Savings Programs · medicare.gov
- Washington SHIBA · insurance.wa.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
consumer advocacy best Medicare coverage low income Social Security Medicare Advantage Original Medicare Medigap Medicare Savings Programs 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Washington State Medicare Savings Program income limits 2026 Medicare Savings Program Extra Help SHIBA OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
Medicare consumer advocacy groups choosing Medicare Advantage vs Original Medicare low income benefits 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |